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Sim-to-Real Transfer for Muscle-Actuated Robots via Generalized Actuator Networks

Schneider, Jan et al.
arXiv (All) · Papers
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i-2-6i-2-9i-6-5machine-learningrobotics
Tendon drives paired with soft muscle actuation enable faster and safer robots while potentially accelerating skill acquisition. Still, these systems are rarely used in practice due to inherent nonlinearities, friction, and hysteresis, which complicate modeling and control. So far, these challenges
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